Directed by Nishikant Kamat, Madaari is said to be loosely based on a real-life event that took place at an under-construction overhead Metro bridge on the Andheri-Kurla Road in suburban Marol, Mumbai, which resulted in a casualty, with many people getting injured and it also led to losses of lives.